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CS340 Machine learning Lecture 4 K-nearest neighbors

Nearest neighbor classifier • Remember all the training data (non-parametric classifier) ... Approaches to model selection • We can choose the model which optimizes the fit to the training data minus a complexity penalty • Complexity can be measured in various ways

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